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Eigenvectors and eigenfunctions in spatiotemporal EEG analysis.

作者信息

Hjorth B

机构信息

Research and Development Laboratory, Siemens-Elema, Solna, Sweden.

出版信息

Brain Topogr. 1989 Fall-Winter;2(1-2):57-61. doi: 10.1007/BF01128843.

DOI:10.1007/BF01128843
PMID:2641475
Abstract

As a supplement to the article "An Eigenfunction Approach to the Inverse Problem of EEG" by Hjorth and Rodin in Brain Topography, 1988, 1 (2): 79-86, this paper discusses in greater detail the interrelations between the concepts of EEG sample vector, eigenvalue and eigenvector. It also describes how the method for assigning locations to uncorrelated EEG basic waveforms named eigenfunctions can be further developed by normalizing the EEG samples to unity global field power before computation of covariance. This enhances local persistence as a feature for revealing low-amplitude activity of possible diagnostic significance, even in the presence of more dominant activity.

摘要

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本文引用的文献

1
Reference-free identification of components of checkerboard-evoked multichannel potential fields.棋盘格诱发多通道电位场成分的无参考识别
Electroencephalogr Clin Neurophysiol. 1980 Jun;48(6):609-21. doi: 10.1016/0013-4694(80)90419-8.
2
An eigenfunction approach to the inverse problem of EEG.一种用于脑电图逆问题的本征函数方法。
Brain Topogr. 1988 Winter;1(2):79-86. doi: 10.1007/BF01129172.
3
Extraction of "deep" components from scalp EEG.从头皮脑电图中提取“深层”成分。
Brain Topogr. 1988 Fall;1(1):65-9. doi: 10.1007/BF01129342.
4
Application of singular value decomposition to topographic analysis of flash-evoked potentials.
Brain Topogr. 1989 Fall-Winter;2(1-2):91-8. doi: 10.1007/BF01128847.